DEPICT: biological interpretation of genome-wide association studies using predicted gene functions
DEPICT is an integrative tool that employs predicted gene functions to systematically prioritize the most likely causal genes at associated loci, highlight enriched pathways and identify tissues/cell types where genes from associated loci are highly expressed. DEPICT is not limited to genes with established functions and prioritizes relevant gene sets for many phenotypes.
References:
- Tune H. Pers, Juha M. Karjalainen, Yingleong Chan, Harm-Jan Westra, Andrew R. Wood, Jian Yang,
Julian C. Lui, Sailaja Vedantam, Stefan Gustafsson, Tonu Esko, Tim Frayling, Elizabeth K. Speliotes,
Genetic Investigation of ANthropometric Traits (GIANT) Consortiumw, Michael Boehnke,
Soumya Raychaudhuri, Rudolf S.N. Fehrmann, Joel N. Hirschhorn & Lude Franke
Biological interpretation of genome-wide association studies using predicted gene functions
Nature Communications 6 Article number: 5890 (2015) | DOI: 10.1038
Documentation
Important Notes
- Module Name: depict (see the modules page for more information)
- Unusual environment variables set
- DEPICT_HOME installation directory
- DEPICT_SRC source code directory
- DEPICT_DATA sample data directory
Interactive job
Interactive jobs should be used for debugging, graphics, or applications that cannot be run as batch jobs.
Allocate an interactive session and run the program. Sample session:
[user@biowulf]$ sinteractive --mem=8g --gres=lscratch:10 -c4 [user@cn4327 ~]$module load depict [+] Loading singularity 4.1.5 on cn4327 [+] Loading depict v1_rel194 ... [user@cn4327]$ mkdir -p /data/$USER/depict && cd /data/$USER/depict [user@cn4327]$ cp -r $DEPICT_CODE . [user@cn4327]$ cp $DEPICT_CONFIG .Edit the file ldl_teslovich_nature2010.cfg by replacing the "user" string with your user name.
[user@cn4327]$ depict.py ldl_teslovich_nature2010.cfg Will store result files to /data/user/depict/example Reading GWAS and mapping by chromosome and position to genotype data Reading precomputed 1KG SNP collection file Writing DEPICT loci Retrieving background loci Running DEPICT gene prioritization and gene set enrichment analysis Running DEPICT tissue enrichment analysis[user@cn4327 ~]$ exit salloc.exe: Relinquishing job allocation 46116226 [user@biowulf ~]$